Let U denote the 3 \times 3 matrix
{1}/{3} |
| , |
and let phi be the linear function from R^{3} to R^{3} defined by phi(x) = U x for all x in R^{3}.
Show that the columns of U are mutually perpendicular vectors in R^{3} of length 1.
Show that the rows of the transposed matrix U^{t} are mutually perpendicular vectors in R^{3} of length 1.
Compute the matrix product U^{t} U.
Show that phi is an invertible linear function, and find the matrix for phi^{-1}.
Explain why the function phi preserves lengths and angles. Hint. What effect does applying phi have on the ``dot'' product of two vectors?